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Simulation and Modelling



                      Notes            The challenge clearly has been to analyse the actual cost of production and know what
                                       contributed to the bottom line of the business. Was it the right product mix, was it the
                                       right cost of manufacturing, and was it the right selling price.
                                       Many times, CFO grapples with  why the business result was not  as planned,  despite
                                       revenue targets being met. Understanding each cost component in real time as it happens,
                                       gives senior management a powerful tool to analyse and know the contribution factor.
                                       While most costs might be  done on average weighted cost basis (say, for energy), it is
                                       quite possible that a particular size/quantity and category of product line draws more
                                       energy; consequently it is being subsidised, while another product line has lost its market
                                       share because of non-competitive selling price.
                                       A real time costing analysis would assist businesses to know real time contributing factor
                                       for product mix, category,  etc., and further also  understand which  customer is  being
                                       profitable in terms of contribution.
                                    Source: http://www.thehindubusinessline.com/todays-paper/tp-opinion/article989070.ece

                                    13.3 Summary


                                        In models for discrete event dynamic systems (i.e., DEDS models) state changes occur at
                                         particular points in time whose values are not known a priori.
                                        As a direct consequence, (simulated) time advances in discrete ‘jumps’ that have unequal
                                         length.
                                        Continuous Simulation refers to a computer model of a physical system that incessantly
                                         tracks  system  response over  time according  to a set of  equations typically  involving
                                         differential equations.

                                    13.4 Keywords

                                    C/D: Continuous/Discrete (C/D)
                                    CTDS: Continuous Time Dynamic Systems
                                    DEDS:Discrete Event Dynamic Systems
                                    DSS: Discrete-system Simulator
                                    VIM: Visual Interactive Modelling
                                    VIS: Visual Interactive Simulation

                                    13.5 Self Assessment

                                    1.   One of the main difficulties in the definition of CAD tools for Continuous/Discrete (C/D)
                                         systems  is due to the ………………. of concepts manipulated by the discrete and  the
                                         continuous components.
                                    2.   The interfaces are generated by ………………… elements from the CODIS library.
                                    3.   The communication layer is in charge of sending/receiving data between …………….

                                    4.   There are a large number of ……………. areas for Discrete Event Simulation.
                                    5.   ………………… approaches are particularly well equipped to help users diagnose issues
                                         in complex environments.






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